Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "37"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 37 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 125 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 120 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 37, Node 3:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.333942	11.597130	-0.212709	80.446978	-1.106591	26.717671	-1.248648	31.464665	0.0662	0.0381	0.0412	1.210225	1.168237
2459593	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.459188	17.483470	0.505201	85.315066	-1.193761	38.989031	-1.222447	10.610327	0.0706	0.0394	0.0483	1.203095	1.166454
2459592	RF_maintenance	100.00%	100.00%	100.00%	0.00%	-	-	34.970044	36.599684	inf	inf	19.731248	-0.601988	59.697755	-1.101338	nan	nan	nan	nan	nan
2459591	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.852690	20.755587	0.782256	99.009006	-1.143247	32.587968	-1.190906	1.655495	0.0757	0.0409	0.0504	1.186511	1.145461
2459590	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.592803	23.753656	0.517483	92.331533	-0.903590	35.302863	-1.089466	3.386709	0.0749	0.0403	0.0474	1.183994	1.142132
2459589	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.114618	21.529306	0.326232	85.596763	-1.399276	22.189221	-0.930820	16.937609	0.0667	0.0389	0.0414	1.203611	1.166614
2459588	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	219.266323	218.695103	inf	inf	23.198291	26.018505	22.447108	20.540425	nan	nan	nan	0.000000	0.000000
2459587	RF_maintenance	100.00%	-	-	-	100.00%	0.00%	-1.029888	22.021208	2.057387	139.382929	2.148979	7.971396	-1.365545	11.745585	nan	nan	nan	0.000000	0.000000
2459586	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.549836	19.853070	0.294650	32.144137	-0.993866	11.934403	-1.072317	5.616023	0.0786	0.0396	0.0437	1.202991	1.178037
2459585	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.369687	25.831349	0.226852	10.726034	-0.196701	10.250598	-1.495511	3.043113	0.0305	0.0292	0.0017	0.000000	0.000000
2459584	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.909369	25.789974	7.919584	114.788265	9.208508	17.725689	-0.725806	6.796028	0.0709	0.0350	0.0375	0.000000	0.000000
2459583	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.589942	18.668455	3.011829	35.351719	-0.342701	23.522713	-0.777793	0.063194	0.0813	0.0374	0.0435	1.262255	1.219927
2459582	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	296.491563	295.805995	inf	inf	11435.224584	11306.373081	6068.786502	6062.927600	nan	nan	nan	0.000000	0.000000
2459581	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.769811	21.414823	2.660465	36.273578	-0.292726	23.106800	-0.953601	0.164539	0.0764	0.0344	0.0420	1.198725	1.163633
2459580	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459579	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.139559	17.745781	4.106312	42.114195	0.113069	27.519157	-0.853799	1.104387	0.0755	0.0369	0.0378	1.206281	1.169248
2459578	RF_maintenance	0.00%	100.00%	100.00%	0.00%	-	-	0.775255	1.777674	0.500191	2.530503	0.422771	0.960511	-0.540810	0.078535	0.0290	0.0286	0.0001	nan	nan
2459577	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.897440	21.525356	2.583664	33.918163	-0.090220	24.701215	-0.960009	0.134939	0.0724	0.0341	0.0181	1.203842	1.167037
2459576	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.768340	16.338632	1.900584	27.235919	-0.145308	22.150668	-0.852997	0.751902	0.0870	0.0351	0.0455	1.133771	1.098537
2459575	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.134806	17.028352	1.955071	27.008092	0.159042	17.075348	1.597030	6.087119	0.0802	0.0364	0.0404	0.000000	0.000000
2459574	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.544091	15.276047	1.656104	25.861374	0.507062	24.317184	-0.988537	0.499034	0.0788	0.0342	0.0435	1.151340	1.117818
2459573	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.140869	16.617775	4.217294	44.390707	-0.079165	29.140893	-1.018444	1.096671	0.0790	0.0364	0.0382	0.000000	0.000000
2459572	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.282897	16.650945	1.912897	25.991661	-0.325875	18.057936	-1.031766	1.921128	0.0852	0.0368	0.0415	1.280257	1.242407
2459571	RF_maintenance	0.00%	100.00%	100.00%	0.00%	-	-	0.919384	1.443357	0.601501	2.614059	0.387149	0.277455	-0.699417	0.116060	0.0279	0.0270	-0.0004	nan	nan
2459570	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459569	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.932149	21.044704	2.136224	33.669950	1.278059	10.523790	1.287110	9.148694	0.0817	0.0423	0.0393	1.234449	1.194670
2459566	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.527358	15.352842	2.760992	33.723155	-0.186568	21.724364	-1.225819	-0.345316	0.0754	0.0325	0.0421	33.049259	1.343458
2459565	RF_maintenance	0.00%	-	-	-	100.00%	0.00%	-1.261715	-1.261715	-1.175854	-1.175854	-0.877508	-0.877508	-0.954097	-0.954097	nan	nan	nan	0.000000	0.000000
2459564	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.180561	14.726350	-1.647586	35.871668	4.367089	2.485337	-0.326082	0.351666	0.0811	0.0359	0.0449	1.194301	1.157975
2459563	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.001347	16.822069	-0.486419	68.414203	-0.654433	22.333810	-0.541675	1.129090	0.0816	0.0388	0.0473	0.000000	0.000000
2459562	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-2.103352	10.091396	-2.198182	17.634535	-0.785639	2.889265	-0.324120	0.516207	0.0856	0.0356	0.0492	1.233402	1.199706
2459561	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.916978	10.556431	-2.287447	16.791330	-0.574331	3.011440	0.546269	0.770456	0.0749	0.0343	0.0356	1.249711	1.215117
2459560	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.786224	9.743864	-2.098065	17.023662	-0.329803	3.226946	-0.167427	0.330075	0.0796	0.0355	0.0437	1.256384	1.224982
2459559	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.942435	12.660746	-2.360232	18.689609	-0.685567	3.501301	0.039305	0.643265	0.0776	0.0335	0.0404	1.194795	1.163586
2459558	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.105586	17.509648	3.516819	35.675588	-0.258563	23.043889	-1.061325	0.923769	0.0834	0.0382	0.0412	1.226524	1.189684
2459557	RF_maintenance	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0291	0.0295	-0.0007	nan	nan
2459556	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.022234	17.705953	3.633893	38.661177	0.043026	21.236871	-1.652799	2.410064	0.0722	0.0361	0.0321	1.221813	1.180994
2459554	RF_maintenance	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0820	0.0352	0.0436	nan	nan
2459553	RF_maintenance	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0651	0.0337	0.0288	nan	nan
2459552	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.150364	20.948657	4.900721	50.998451	2.750919	31.850207	-0.908469	2.614508	0.0733	0.0343	0.0363	23.095648	1.201046
2459551	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.378064	9.894804	-2.674147	20.714806	-1.419702	4.420449	-0.621923	0.745302	0.0806	0.0357	0.0450	1.201300	1.167658
2459550	RF_maintenance	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0442	0.0441	-0.0004	nan	nan
2459549	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.007454	16.044003	3.277693	38.454732	0.601507	23.147982	-1.044832	0.769476	0.0732	0.0366	0.0391	1.158884	1.124622
2459542	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.067245	22.144027	3.938321	78.235274	0.844647	1.885615	-1.234623	0.649673	0.0874	0.0364	0.0485	1.204768	1.161138
2459541	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.302336	10.306226	4.493882	36.897053	2.309825	250.270307	0.826659	15.012792	0.0875	0.0396	0.0462	1.212172	1.171454
2459540	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.572696	15.151469	-1.625727	17.789188	-2.404583	5.295048	-1.298908	0.697710	0.0874	0.0346	0.0496	1.219774	1.180421
2459536	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.730825	24.911867	6.196296	66.463713	3.273505	31.776006	-1.253185	1.380303	0.0811	0.0329	0.0466	1.219037	1.179439
2459535	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.379071	12.339398	-1.760805	16.325984	-2.515205	5.450210	-0.921358	0.118303	0.1088	0.0380	0.0564	1.212880	1.167037
2459534	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.797480	11.866737	-2.136065	14.433626	-1.863720	3.897881	-0.620777	-0.287631	0.0976	0.0352	0.0456	1.182776	1.146848
2459533	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.890232	18.454596	3.480910	36.209429	-0.072293	20.722540	-1.239001	1.063636	0.0803	0.0327	0.0437	1.209403	1.177096
2459532	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.338387	21.294049	4.790313	49.059200	0.575528	25.453092	-1.001221	0.425663	0.0823	0.0336	0.0417	1.197249	1.158984
2459530	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.883160	10.270153	-1.980026	15.340877	-1.255568	4.312604	-0.704553	0.240662	0.1041	0.0361	0.0546	1.196960	1.152232
2459527	RF_maintenance	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.853029	25.867761	5.360231	52.633014	8.215743	34.929724	-1.280370	0.114436	0.0882	0.0358	0.0374	0.000000	0.000000
2459523	RF_maintenance	100.00%	-	-	-	100.00%	0.00%	-0.557995	20.136846	6.720554	50.016601	30.141955	48.510404	13.250501	12.703559	nan	nan	nan	1.486434	1.442397
2459522	RF_maintenance	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.419951	21.928889	6.792792	50.816996	0.215266	23.505796	-1.402877	0.818261	0.0785	0.0371	0.0501	1.084917	1.051490
2459513	RF_maintenance	0.00%	100.00%	100.00%	0.00%	-	-	1.364749	2.036728	1.385789	1.739865	-0.030408	-0.256503	-0.669537	-0.639046	0.0330	0.0310	0.0018	nan	nan
2459508	RF_maintenance	100.00%	0.00%	100.00%	0.00%	100.00%	0.00%	1.120433	28.342709	4.259731	49.670946	3.963124	15.572816	2.903157	14.731122	0.9080	0.0663	0.4683	0.000000	0.000000
2459505	RF_maintenance	100.00%	0.00%	100.00%	0.00%	100.00%	0.00%	-0.176200	27.639731	4.302462	49.911327	-0.286484	9.858152	-1.553436	1.189863	0.8885	0.0479	0.6239	19.158345	1.621780
2459503	RF_maintenance	100.00%	0.00%	100.00%	0.00%	100.00%	0.00%	1.447743	26.756878	4.431609	84.404203	7.532103	33.290256	-1.286086	2.442295	0.8561	0.0450	0.6706	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 37: 2459651

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	85.913952	-0.853033	36.738239	2.618221	85.913952	-0.243278	13.916404	1.790836	16.538039

---

Antenna 37: 2459650

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	74.832540	24.083032	-0.534045	74.832540	2.158143	24.256584	0.948456	21.086097	1.426192

---

Antenna 37: 2459649

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	61.824519	-1.057776	23.535092	0.591169	61.824519	-1.247894	29.892628	-0.440164	6.623749

---

Antenna 37: 2459648

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 37: 2459647

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Temporal Variability	0.420674	0.075286	0.075286	0.274632	0.274632	0.420674	0.420674	-0.297976	-0.297976

---

Antenna 37: 2459646

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	67.928447	-0.667199	19.918924	3.102177	67.928447	1.048241	25.327048	-1.527750	3.444335

---

Antenna 37: 2459645

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	76.298514	-1.109826	20.756332	0.568945	76.298514	-0.800250	23.467296	0.373252	16.996324

---

Antenna 37: 2459642

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 37: 2459640

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	71.186150	-0.507304	23.200383	3.051699	71.186150	-0.046083	28.457462	-1.063040	1.868314

---

Antenna 37: 2459639

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	67.756757	-0.931414	18.564208	2.602119	67.756757	-0.009396	24.787196	-0.682553	3.120809

---

Antenna 37: 2459638

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	72.792884	0.043923	9.794168	0.443543	72.792884	-1.097537	24.272246	-0.497742	11.184187

---

Antenna 37: 2459637

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	80.898735	-0.852427	19.346934	3.594173	80.898735	-0.090348	31.435042	-1.486896	1.998841

---

Antenna 37: 2459636

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	78.391660	-0.893314	20.113885	3.539786	78.391660	-0.690151	24.532261	-1.457788	0.271669

---

Antenna 37: 2459635

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	75.065580	21.893383	-0.717331	75.065580	3.664937	32.239990	0.223328	0.677793	-1.168738

---

Antenna 37: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Temporal Discontinuties	-0.675228	-0.677046	-0.677046	-0.677146	-0.677146	-0.675303	-0.675303	-0.675228	-0.675228

---

Antenna 37: 2459633

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	90.837685	-0.956766	23.778822	0.911460	90.837685	-1.938606	40.347438	-0.707156	2.728099

---

Antenna 37: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	76.998570	-1.008729	24.502530	0.741729	76.998570	-1.578453	26.395640	-1.185739	1.234132

---

Antenna 37: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	85.595964	28.482330	-1.275485	85.595964	0.724632	33.557042	-1.704280	2.945786	-1.153119

---

Antenna 37: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	76.403075	-1.036203	32.480553	0.591171	76.403075	-1.733525	43.773283	0.356406	3.985666

---

Antenna 37: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	87.346761	-1.103549	27.625012	0.678855	87.346761	-1.611475	34.514274	-1.178598	4.464818

---

Antenna 37: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	70.892966	22.254126	-1.147261	70.892966	0.661280	30.030842	-1.172770	3.453795	-0.906927

---

Antenna 37: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Temporal Variability	-0.674330	-0.675897	-0.675897	-0.675710	-0.675710	-0.674330	-0.674330	-0.674334	-0.674334

---

Antenna 37: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	66.078198	22.865572	-0.999081	66.078198	0.367182	34.419380	-1.291922	6.096799	-0.589511

---

Antenna 37: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	72.727790	-0.847772	22.764214	0.189674	72.727790	-1.849105	37.999407	-1.082655	1.556264

---

Antenna 37: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 37: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 37: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	127.076149	25.678827	-0.608535	127.076149	-0.158732	23.864292	6.757633	1.039026	-1.574288

---

Antenna 37: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	40.570043	26.730148	0.264759	40.570043	35.460309	nan	nan	-19.102210	-19.669172

---

Antenna 37: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	26.624012	13.722150	0.375274	26.624012	13.864370	1.105750	-0.400082	1.332817	-0.970137

---

Antenna 37: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	73.485788	22.785810	-0.165399	73.485788	0.321826	37.101219	-1.319301	1.135735	-1.050470

---

Antenna 37: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	81.176016	27.535035	-0.530529	81.176016	0.761757	37.792875	-1.882299	3.611813	-0.837402

---

Antenna 37: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	72.287932	-1.021965	22.032615	0.516297	72.287932	-1.437944	40.335335	-0.032815	6.759958

---

Antenna 37: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	110.618030	23.436784	-0.648240	110.618030	0.945363	42.846451	-1.760172	2.363846	-0.705609

---

Antenna 37: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	69.957707	-1.437269	24.297686	0.649702	69.957707	-1.772233	30.217255	-0.895793	2.412234

---

Antenna 37: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	76.912112	-1.512889	25.104336	0.632750	76.912112	-1.368180	29.296176	-1.375795	2.393503

---

Antenna 37: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 37: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	78.610890	-0.354604	17.127883	0.559226	78.610890	-1.163944	50.618728	-1.229519	40.628838

---

Antenna 37: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	56.261515	-0.963207	19.886922	0.211653	56.261515	-1.481836	31.324905	-1.296401	8.361650

---

Antenna 37: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	73.002758	-1.093214	23.356217	0.499518	73.002758	-1.509827	34.420401	-0.855267	22.278225

---

Antenna 37: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	90.562717	25.012575	-1.073872	90.562717	0.587913	31.261801	-1.660941	14.876333	-1.281350

---

Antenna 37: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	103.966225	21.150876	-1.315925	103.966225	0.947622	36.834134	-1.494409	6.367839	-1.216062

---

Antenna 37: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Temporal Variability	38.706882	11.856330	-0.782166	24.569002	0.399331	38.706882	0.087111	-1.408710	-0.641776

---

Antenna 37: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	0.698640	0.698640	-0.668571	0.031334	-0.656706	-0.837080	-0.653765	-1.413194	-0.176984

---

Antenna 37: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	87.743590	-1.219333	24.078456	0.556042	87.743590	-1.062770	44.769801	-1.370217	22.043885

---

Antenna 37: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Power	inf	904.175294	1562.868098	inf	inf	-22045.439057	43317.120930	-9737.939486	22564.076773

---

Antenna 37: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	105.544483	23.018622	-0.431683	105.544483	0.708787	26.644622	-0.742882	11.910161	-1.173781

---

Antenna 37: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	82.841807	-0.747042	20.366335	0.577065	82.841807	-1.321836	36.752537	-1.064023	5.323301

---

Antenna 37: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	93.100723	20.030238	-1.060593	93.100723	0.386084	30.513582	-1.243190	7.602498	-1.033480

---

Antenna 37: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	inf	314.064135	313.581613	inf	inf	55.728631	53.608909	507.987097	613.119492

---

Antenna 37: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	87.548651	31.484236	-1.027121	87.548651	0.092629	15.903574	-0.014265	25.389764	-0.647230

---

Antenna 37: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	80.446978	0.333942	11.597130	-0.212709	80.446978	-1.106591	26.717671	-1.248648	31.464665

---

Antenna 37: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	85.315066	-0.459188	17.483470	0.505201	85.315066	-1.193761	38.989031	-1.222447	10.610327

---

Antenna 37: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	inf	36.599684	34.970044	inf	inf	-0.601988	19.731248	-1.101338	59.697755

---

Antenna 37: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	99.009006	20.755587	-0.852690	99.009006	0.782256	32.587968	-1.143247	1.655495	-1.190906

---

Antenna 37: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	92.331533	-0.592803	23.753656	0.517483	92.331533	-0.903590	35.302863	-1.089466	3.386709

---

Antenna 37: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	85.596763	21.529306	-1.114618	85.596763	0.326232	22.189221	-1.399276	16.937609	-0.930820

---

Antenna 37: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Power	inf	219.266323	218.695103	inf	inf	23.198291	26.018505	22.447108	20.540425

---

Antenna 37: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	139.382929	22.021208	-1.029888	139.382929	2.057387	7.971396	2.148979	11.745585	-1.365545

---

Antenna 37: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	32.144137	-0.549836	19.853070	0.294650	32.144137	-0.993866	11.934403	-1.072317	5.616023

---

Antenna 37: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Shape	25.831349	1.369687	25.831349	0.226852	10.726034	-0.196701	10.250598	-1.495511	3.043113

---

Antenna 37: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	114.788265	0.909369	25.789974	7.919584	114.788265	9.208508	17.725689	-0.725806	6.796028

---

Antenna 37: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	35.351719	-0.589942	18.668455	3.011829	35.351719	-0.342701	23.522713	-0.777793	0.063194

---

Antenna 37: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	inf	295.805995	296.491563	inf	inf	11306.373081	11435.224584	6062.927600	6068.786502

---

Antenna 37: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	36.273578	-0.769811	21.414823	2.660465	36.273578	-0.292726	23.106800	-0.953601	0.164539

---

Antenna 37: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 37: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	42.114195	0.139559	17.745781	4.106312	42.114195	0.113069	27.519157	-0.853799	1.104387

---

Antenna 37: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	2.530503	0.775255	1.777674	0.500191	2.530503	0.422771	0.960511	-0.540810	0.078535

---

Antenna 37: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	33.918163	21.525356	-0.897440	33.918163	2.583664	24.701215	-0.090220	0.134939	-0.960009

---

Antenna 37: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	27.235919	16.338632	-0.768340	27.235919	1.900584	22.150668	-0.145308	0.751902	-0.852997

---

Antenna 37: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	27.008092	17.028352	-1.134806	27.008092	1.955071	17.075348	0.159042	6.087119	1.597030

---

Antenna 37: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	25.861374	-0.544091	15.276047	1.656104	25.861374	0.507062	24.317184	-0.988537	0.499034

---

Antenna 37: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	44.390707	16.617775	-0.140869	44.390707	4.217294	29.140893	-0.079165	1.096671	-1.018444

---

Antenna 37: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	25.991661	16.650945	-0.282897	25.991661	1.912897	18.057936	-0.325875	1.921128	-1.031766

---

Antenna 37: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	2.614059	1.443357	0.919384	2.614059	0.601501	0.277455	0.387149	0.116060	-0.699417

---

Antenna 37: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 37: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	33.669950	21.044704	-0.932149	33.669950	2.136224	10.523790	1.278059	9.148694	1.287110

---

Antenna 37: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	33.723155	15.352842	-0.527358	33.723155	2.760992	21.724364	-0.186568	-0.345316	-1.225819

---

Antenna 37: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Temporal Variability	-0.877508	-1.261715	-1.261715	-1.175854	-1.175854	-0.877508	-0.877508	-0.954097	-0.954097

---

Antenna 37: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	35.871668	-1.180561	14.726350	-1.647586	35.871668	4.367089	2.485337	-0.326082	0.351666

---

Antenna 37: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	68.414203	-1.001347	16.822069	-0.486419	68.414203	-0.654433	22.333810	-0.541675	1.129090

---

Antenna 37: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	17.634535	-2.103352	10.091396	-2.198182	17.634535	-0.785639	2.889265	-0.324120	0.516207

---

Antenna 37: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	16.791330	-1.916978	10.556431	-2.287447	16.791330	-0.574331	3.011440	0.546269	0.770456

---

Antenna 37: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	17.023662	-1.786224	9.743864	-2.098065	17.023662	-0.329803	3.226946	-0.167427	0.330075

---

Antenna 37: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	18.689609	-1.942435	12.660746	-2.360232	18.689609	-0.685567	3.501301	0.039305	0.643265

---

Antenna 37: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	35.675588	17.509648	0.105586	35.675588	3.516819	23.043889	-0.258563	0.923769	-1.061325

---

Antenna 37: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	38.661177	17.705953	0.022234	38.661177	3.633893	21.236871	0.043026	2.410064	-1.652799

---

Antenna 37: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	50.998451	20.948657	-0.150364	50.998451	4.900721	31.850207	2.750919	2.614508	-0.908469

---

Antenna 37: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	20.714806	9.894804	-1.378064	20.714806	-2.674147	4.420449	-1.419702	0.745302	-0.621923

---

Antenna 37: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	38.454732	0.007454	16.044003	3.277693	38.454732	0.601507	23.147982	-1.044832	0.769476

---

Antenna 37: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	78.235274	22.144027	0.067245	78.235274	3.938321	1.885615	0.844647	0.649673	-1.234623

---

Antenna 37: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Temporal Variability	250.270307	10.306226	0.302336	36.897053	4.493882	250.270307	2.309825	15.012792	0.826659

---

Antenna 37: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	17.789188	15.151469	-1.572696	17.789188	-1.625727	5.295048	-2.404583	0.697710	-1.298908

---

Antenna 37: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	66.463713	24.911867	-0.730825	66.463713	6.196296	31.776006	3.273505	1.380303	-1.253185

---

Antenna 37: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	16.325984	-1.379071	12.339398	-1.760805	16.325984	-2.515205	5.450210	-0.921358	0.118303

---

Antenna 37: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	14.433626	11.866737	-1.797480	14.433626	-2.136065	3.897881	-1.863720	-0.287631	-0.620777

---

Antenna 37: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	36.209429	-0.890232	18.454596	3.480910	36.209429	-0.072293	20.722540	-1.239001	1.063636

---

Antenna 37: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	49.059200	-0.338387	21.294049	4.790313	49.059200	0.575528	25.453092	-1.001221	0.425663

---

Antenna 37: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	15.340877	10.270153	-1.883160	15.340877	-1.980026	4.312604	-1.255568	0.240662	-0.704553

---

Antenna 37: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 37: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	52.633014	0.853029	25.867761	5.360231	52.633014	8.215743	34.929724	-1.280370	0.114436

---

Antenna 37: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	50.016601	-0.557995	20.136846	6.720554	50.016601	30.141955	48.510404	13.250501	12.703559

---

Antenna 37: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	50.816996	21.928889	0.419951	50.816996	6.792792	23.505796	0.215266	0.818261	-1.402877

---

Antenna 37: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Shape	2.036728	2.036728	1.364749	1.739865	1.385789	-0.256503	-0.030408	-0.639046	-0.669537

---

Antenna 37: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	49.670946	28.342709	1.120433	49.670946	4.259731	15.572816	3.963124	14.731122	2.903157

---

Antenna 37: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	74.251555	0.337183	27.733910	4.211718	74.251555	4.636829	22.502453	-1.906471	7.177102

---

Antenna 37: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	49.911327	27.639731	-0.176200	49.911327	4.302462	9.858152	-0.286484	1.189863	-1.553436

---

Antenna 37: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
37	3	RF_maintenance	nn Power	84.404203	1.447743	26.756878	4.431609	84.404203	7.532103	33.290256	-1.286086	2.442295

---